Adaptive Approach Towards Biometric Authentication System PDF Download
Are you looking for read ebook online? Search for your book and save it on your Kindle device, PC, phones or tablets. Download Adaptive Approach Towards Biometric Authentication System PDF full book. Access full book title Adaptive Approach Towards Biometric Authentication System by Papri Ghosh. Download full books in PDF and EPUB format.
Author: Papri Ghosh
Publisher: LAP Lambert Academic Publishing
ISBN: 9783659143427
Category :
Languages : de
Pages : 88
Get Book Here
Book Description
This book involves interdisciplinary research in the field of Biometric Authentication System with several modern adaptive algorithms. It descries efficient techniques and methodologies of voice, face and palm vein authentication systems. This book focuses on how more efficient algorithms of voice, face and palm vein recognition systems can be adaptive in modern secure biometric authentication systems. The voice recognition system is designed and implemented using VLSI chips. Several algorithms using GLC Matrix has been successfully implemented in human faces with various emotions. Vascular Pattern Analysis has been introduced with our proposed algorithms named VPPA, VPGBCA, VPTA and PIBIMA for making more secure Biometric Authentication system in Palm Vein domain. In addition with these modified algorithms, the proposed matching algorithms will give an edge towards modern effective Biometric Authentication System.
Author: Papri Ghosh
Publisher: LAP Lambert Academic Publishing
ISBN: 9783659143427
Category :
Languages : de
Pages : 88
Get Book Here
Book Description
This book involves interdisciplinary research in the field of Biometric Authentication System with several modern adaptive algorithms. It descries efficient techniques and methodologies of voice, face and palm vein authentication systems. This book focuses on how more efficient algorithms of voice, face and palm vein recognition systems can be adaptive in modern secure biometric authentication systems. The voice recognition system is designed and implemented using VLSI chips. Several algorithms using GLC Matrix has been successfully implemented in human faces with various emotions. Vascular Pattern Analysis has been introduced with our proposed algorithms named VPPA, VPGBCA, VPTA and PIBIMA for making more secure Biometric Authentication system in Palm Vein domain. In addition with these modified algorithms, the proposed matching algorithms will give an edge towards modern effective Biometric Authentication System.
Author: Sun Yuan Kung
Publisher: Prentice Hall
ISBN:
Category : Computers
Languages : en
Pages : 504
Get Book Here
Book Description
A breakthrough approach to improving biometrics performanceConstructing robust information processing systems for face and voice recognitionSupporting high-performance data fusion in multimodal systemsAlgorithms, implementation techniques, and application examples Machine learning: driving significant improvements in biometric performance As they improve, biometric authentication systems are becoming increasingly indispensable for protecting life and property. This book introduces powerful machine learning techniques that significantly improve biometric performance in a broad spectrum of application domains. Three leading researchers bridge the gap between research, design, and deployment, introducing key algorithms as well as practical implementation techniques. They demonstrate how to construct robust information processing systems for biometric authentication in both face and voice recognition systems, and to support data fusion in multimodal systems. Coverage includes: How machine learning approaches differ from conventional template matchingTheoretical pillars of machine learning for complex pattern recognition and classificationExpectation-maximization (EM) algorithms and support vector machines (SVM)Multi-layer learning models and back-propagation (BP) algorithmsProbabilistic decision-based neural networks (PDNNs) for face biometricsFlexible structural frameworks for incorporating machine learning subsystems in biometric applicationsHierarchical mixture of experts and inter-class learning strategies based on class-based modular networksMulti-cue data fusion techniques that integrate face and voice recognitionApplication case studies
Author: Ajita Rattani
Publisher: Springer
ISBN: 3319248650
Category : Computers
Languages : en
Pages : 141
Get Book Here
Book Description
This interdisciplinary volume presents a detailed overview of the latest advances and challenges remaining in the field of adaptive biometric systems. A broad range of techniques are provided from an international selection of pre-eminent authorities, collected together under a unified taxonomy and designed to be applicable to any pattern recognition system. Features: presents a thorough introduction to the concept of adaptive biometric systems; reviews systems for adaptive face recognition that perform self-updating of facial models using operational (unlabeled) data; describes a novel semi-supervised training strategy known as fusion-based co-training; examines the characterization and recognition of human gestures in videos; discusses a selection of learning techniques that can be applied to build an adaptive biometric system; investigates procedures for handling temporal variance in facial biometrics due to aging; proposes a score-level fusion scheme for an adaptive multimodal biometric system.
Author: Alberto Del Bimbo
Publisher: Springer Nature
ISBN: 3030687937
Category : Computers
Languages : en
Pages : 502
Get Book Here
Book Description
This 8-volumes set constitutes the refereed of the 25th International Conference on Pattern Recognition Workshops, ICPR 2020, held virtually in Milan, Italy and rescheduled to January 10 - 11, 2021 due to Covid-19 pandemic. The 416 full papers presented in these 8 volumes were carefully reviewed and selected from about 700 submissions. The 46 workshops cover a wide range of areas including machine learning, pattern analysis, healthcare, human behavior, environment, surveillance, forensics and biometrics, robotics and egovision, cultural heritage and document analysis, retrieval, and women at ICPR2020.
Author: Dipankar Dasgupta
Publisher: Springer
ISBN: 3319588087
Category : Computers
Languages : en
Pages : 369
Get Book Here
Book Description
This book is dedicated to advances in the field of user authentication. The book covers detailed description of the authentication process as well as types of authentication modalities along with their several features (authentication factors). It discusses the use of these modalities in a time-varying operating environment, including factors such as devices, media and surrounding conditions, like light, noise, etc. The book is divided into several parts that cover descriptions of several biometric and non-biometric authentication modalities, single factor and multi-factor authentication systems (mainly, adaptive), negative authentication system, etc. Adaptive strategy ensures the incorporation of the existing environmental conditions on the selection of authentication factors and provides significant diversity in the selection process. The contents of this book will prove useful to practitioners, researchers and students. The book is suited to be used a text in advanced/graduate courses on User Authentication Modalities. It can also be used as a textbook for professional development and certification coursework for practicing engineers and computer scientists.
Author: Haizhou Li
Publisher: World Scientific
ISBN: 9814287849
Category : Computers
Languages : en
Pages : 517
Get Book Here
Book Description
Biometrics is the study of methods for uniquely recognizing humans based on one or more intrinsic physical or behavioral traits. After decades of research activities, biometrics, as a recognized scientific discipline, has advanced considerably both in practical technology and theoretical discovery to meet the increasing need of biometric deployments. In this book, the editors provide both a concise and accessible introduction to the field as well as a detailed coverage on the unique research problems with their solutions in a wide spectrum of biometrics research ranging from voice, face, fingerprint, iris, handwriting, human behavior to multimodal biometrics. The contributions also present the pioneering efforts and state-of-the-art results, with special focus on practical issues concerning system development. This book is a valuable reference for established researchers and it also gives an excellent introduction for beginners to understand the challenges --
Author: Abu-Taieh, Evon M. O.
Publisher: IGI Global
ISBN: 1605666173
Category : Education
Languages : en
Pages : 364
Get Book Here
Book Description
Provides original material concerned with all aspects of information resources management, managerial and organizational applications, as well as implications of information technology.
Author: Massimo Tistarelli
Publisher: Springer Science & Business Media
ISBN: 3642017924
Category : Business & Economics
Languages : en
Pages : 1323
Get Book Here
Book Description
This book constitutes the refereed proceedings of the Third International Conference on Biometrics, ICB 2009, held in Alghero, Italy, June 2-5, 2009. The 36 revised full papers and 93 revised poster papers presented were carefully reviewed and selected from 250 submissions. Biometric criteria covered by the papers are assigned to face, speech, fingerprint and palmprint, multibiometrics and security, gait, iris, and other biometrics. In addition there are 4 papers on challenges and competitions that currently are under way, thus presenting an overview on the evaluation of biometrics.
Author: Dakshina Ranjan Kisku
Publisher: CRC Press
ISBN: 1466582421
Category : Computers
Languages : en
Pages : 354
Get Book Here
Book Description
Although biometric systems present powerful alternatives to traditional authentication schemes, there are still many concerns about their security. Advances in Biometrics for Secure Human Authentication and Recognition showcases some of the latest technologies and algorithms being used for human authentication and recognition. Examining the full range of biometrics solutions, including unimodal and multimodal biometrics, the book covers conventional techniques as well as novel systems that have been developed over the past few years. It presents new biometric algorithms with novel feature extraction techniques, new computer vision approaches, soft computing approaches, and machine learning techniques under a unified framework used in biometrics systems. Filled with comprehensive graphical and modular illustrations, the text covers applications of affective computing in biometrics, matching sketch to photograph, cryptography approaches in biometrics, biometrics alteration, heterogeneous biometrics, and age invariant biometrics. It also presents biometrics algorithms with novel feature extraction techniques, computer vision approaches, soft computing approaches, and machine learning techniques under a unified framework used in biometrics systems. Containing the work of some of the world’s most respected biometrics researchers, the book includes model question papers, mathematical notations, and exercises to reinforce understanding. Providing an up-to-date review of intelligence techniques and theories used in biometric technologies for secure human authentication and identification, this is an essential reference for researchers, scholars, graduate students, engineers, practitioners, and developers in the field of biometrics and its related fields.
Author: Cybellium Ltd
Publisher: Cybellium Ltd
ISBN:
Category : Computers
Languages : en
Pages : 395
Get Book Here
Book Description
Unlock the Art of "Mastering Access Control" for Security and Compliance In a digital landscape where data breaches and unauthorized access are constant threats, mastering the intricacies of access control is pivotal for safeguarding sensitive information and maintaining regulatory compliance. "Mastering Access Control" is your ultimate guide to navigating the complex world of access management, authentication, and authorization. Whether you're an IT professional, security analyst, compliance officer, or system administrator, this book equips you with the knowledge and skills needed to establish robust access control mechanisms. About the Book: "Mastering Access Control" takes you on an enlightening journey through the intricacies of access control, from foundational concepts to advanced techniques. From authentication methods to role-based access control, this book covers it all. Each chapter is meticulously designed to provide both a deep understanding of the principles and practical guidance for implementing access control measures in real-world scenarios. Key Features: · Foundational Understanding: Build a solid foundation by comprehending the core principles of access control, including authentication, authorization, and accountability. · Access Control Models: Explore different access control models, from discretionary and mandatory access control to attribute-based access control, understanding their applications. · Authentication Methods: Master the art of authentication mechanisms, including passwords, multi-factor authentication, biometrics, and single sign-on (SSO). · Authorization Strategies: Dive into authorization techniques such as role-based access control (RBAC), attribute-based access control (ABAC), and policy-based access control. · Access Control Implementation: Learn how to design and implement access control policies, including access rules, permissions, and fine-grained controls. · Access Control in Cloud Environments: Gain insights into extending access control practices to cloud environments and managing access in hybrid infrastructures. · Auditing and Monitoring: Understand the importance of auditing access events, monitoring user activities, and detecting anomalies to ensure security and compliance. · Challenges and Emerging Trends: Explore challenges in access control, from insider threats to managing remote access, and discover emerging trends shaping the future of access management. Who This Book Is For: "Mastering Access Control" is designed for IT professionals, security analysts, compliance officers, system administrators, and anyone responsible for ensuring data security and access management. Whether you're aiming to enhance your skills or embark on a journey toward becoming an access control expert, this book provides the insights and tools to navigate the complexities of data protection. © 2023 Cybellium Ltd. All rights reserved. www.cybellium.com
